{ "_name_or_path": "facebook/dinov2-base", "apply_layernorm": true, "architectures": [ "Dinov2ForImageClassification" ], "attention_probs_dropout_prob": 0.0, "drop_path_rate": 0.0, "hidden_act": "gelu", "hidden_dropout_prob": 0.0, "hidden_size": 768, "id2label": { "0": "Acropore_branched", "1": "Acropore_digitised", "2": "Acropore_tabular", "3": "Algae_assembly", "4": "Algae_limestone", "5": "Algae_sodding", "6": "Dead_coral", "7": "Fish", "8": "Human_object", "9": "Living_coral", "10": "Millepore", "11": "No_acropore_encrusting", "12": "No_acropore_massive", "13": "No_acropore_sub_massive", "14": "Rock", "15": "Sand", "16": "Scrap", "17": "Sea_cucumber", "18": "Syringodium_isoetifolium", "19": "Thalassodendron_ciliatum", "20": "Useless" }, "image_size": 518, "initializer_range": 0.02, "label2id": { "Acropore_branched": 0, "Acropore_digitised": 1, "Acropore_tabular": 2, "Algae_assembly": 3, "Algae_limestone": 4, "Algae_sodding": 5, "Dead_coral": 6, "Fish": 7, "Human_object": 8, "Living_coral": 9, "Millepore": 10, "No_acropore_encrusting": 11, "No_acropore_massive": 12, "No_acropore_sub_massive": 13, "Rock": 14, "Sand": 15, "Scrap": 16, "Sea_cucumber": 17, "Syringodium_isoetifolium": 18, "Thalassodendron_ciliatum": 19, "Useless": 20 }, "layer_norm_eps": 1e-06, "layerscale_value": 1.0, "mlp_ratio": 4, "model_type": "dinov2", "num_attention_heads": 12, "num_channels": 3, "num_hidden_layers": 12, "out_features": [ "stage12" ], "out_indices": [ 12 ], "patch_size": 14, "problem_type": "multi_label_classification", "qkv_bias": true, "reshape_hidden_states": true, "stage_names": [ "stem", "stage1", "stage2", "stage3", "stage4", "stage5", "stage6", "stage7", "stage8", "stage9", "stage10", "stage11", "stage12" ], "torch_dtype": "float32", "transformers_version": "4.34.1", "use_swiglu_ffn": false }